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“如果一個問題你只能用文字來描述，不能用數(shù)據(jù)和圖表來表達，
那么你對這個問題的認識依然是膚淺表面的。
If a question, you can only use words to describe while the data and charts can not be used to express, which shows your understanding of the issue is still the surface of shallow”
當今的企業(yè)管理過程中無處不在強調(diào)“用數(shù)據(jù)說話-Data Driving”,然而在很多辦公室白領(lǐng)，工廠工程師，研發(fā)中心技術(shù)人員的許多問題解決報告中仍然是大段的文字和描述，很少看到數(shù)據(jù)和圖表。很多白領(lǐng)、工程師在大學(xué)時代是統(tǒng)計概率的優(yōu)等生，然而工作多年后幾乎“不幸”忘光！In today's enterprise management process, we often emphasis "speak with data-Data Driving", however, when we read many Office White-Collars, Plant Engineers, R&D Technicians’ PPT reports, we can see there are still large section of the text and descriptions and seldom find the data and charts. Many engineers are excellent in the university, but after many years of work, they’ve forgot many.
為了喚醒更多工程師“童年的回憶”，根據(jù)企業(yè)研發(fā)和制造過程中實際問題解決所需統(tǒng)計方法結(jié)合功能強大的Minitab軟件進行實際講授。極大提高工程師自身“用數(shù)據(jù)說話”的工程素養(yǎng)和實際應(yīng)用能力。
In order to wake up many engineers’ "childhood memories of statistical probability", according to business R&D and manufacturing processes we develop this training workshop. The training use real data case combine Minitab software analysis application, which will greatly improve engineers’ accomplishment and ability of "Using data speaking".
Minitab作為問題統(tǒng)計解決方法的最佳工具軟件，大大簡化了統(tǒng)計計算，讓復(fù)雜的統(tǒng)計技術(shù)在企業(yè)中廣泛應(yīng)用成為可能.全球推行Six Sigma的企業(yè)有90%以上應(yīng)用Minitab， Minitab已經(jīng)成為一種通用語言，應(yīng)用Minitab做出的數(shù)據(jù)圖表您能很容易的跟您的客戶/供應(yīng)商進行溝通!
即便您的企業(yè)中沒有導(dǎo)入Six Sigma，應(yīng)用各種統(tǒng)計工具軟件來進行數(shù)據(jù)分析和決策任然是必不可少的，所以Minitab同樣是一個很好的選擇!
As the best statistical software tool for problem statistical solution, MINITAB greatly simplifies the statistical calculations, which makes complex statistical technique easily used in enterprises. More than 90% of enterprises who implementation of Six Sigma use Minitab, Minitab has become a universal language, use the data charts made by Minitab, you can easily communicate with your customers / suppliers.
Even if the companies did not implement Six Sigma, the application of statistical tools is also required, therefore, our workshop is also a good choice!
本課程內(nèi)容設(shè)計兼顧對學(xué)員數(shù)據(jù)收集、圖表分析及數(shù)據(jù)決策等相關(guān)相關(guān)統(tǒng)計技術(shù)的鞏固，同時結(jié)合實際問題解決所需相關(guān)Minitab工具來講授。學(xué)員能提升個人如何在實際業(yè)務(wù)報告及問題解決過程中選擇合適工具與方法并用Minitab圖表和數(shù)據(jù)分析來促進問題解決和工程師自身工程素養(yǎng)和能力提高。
The workshop will strength students’ existing knowledge of statistical techniques, also will teach them how to use related tools with Minitab to promote practical problem-solving. After attending the workshop, students will not only know how to operate Minitab software, more importantly, will know how to choose the right charts and data analysis tools by Minitab to solve the actual problem.
通過該課程，學(xué)員們將能夠：
全面掌握各種統(tǒng)計方法在MINITAB 中的操作方法
極大提高工程師自身“用數(shù)據(jù)說話”的工程素養(yǎng)和實際應(yīng)用能力
掌握相關(guān)工具的Minitab操作、數(shù)據(jù)和圖形結(jié)果的分析與判定。
掌握如何將MINITAB 軟件的使用和實際業(yè)務(wù)問題解決方法結(jié)合起來。
Through the course, participants will be able to:
Fully grasp variety common statistical methods operation in MINITAB
Greatly improved engineers’ engineering accomplishment and the ability of "using data speaking"
Able to select appropriate statistical tools combine the practical engineering problems.
Can utilize Minitab related tools, data and graphical results to make judgments and decisions.
Become more self-confident to master the use of MINITAB software, and practical solutions to engineering problems together.
Minitab入門簡介
1. MINITAB的源起、作用、視窗和基本操作
2. 文件夾新建、打開、保存和說明
3. 跟隨六西格瑪（DMAIC）學(xué)MINITAB
Define(定義）階段的MINITAB操作
1. 統(tǒng)計概率基礎(chǔ)Basic Statistics
a) 數(shù)據(jù)統(tǒng)計描述參數(shù)與MINITAB操作
b) 平均值Mean/中位數(shù)Median/眾數(shù)Mode
c) 方差Variance/標準差Standard deviation/極差Range
2. 數(shù)據(jù)的類型The type of data與MINITAB操作應(yīng)用
3. 正態(tài)分布的理解與應(yīng)用及MINITAB操作
4. 數(shù)據(jù)圖表化的MINITAB操作
a) 概率圖與正態(tài)性檢驗
b) 直方圖與原因排查
c) 點圖與箱線圖
d) Pareto圖與餅圖
e) 因子間的關(guān)系 – 因果圖（魚刺圖）
f) 因子間的關(guān)系 -主效應(yīng)圖與原因排查
g) 時間變化圖表 – Individual Chart
Measure (測定) 階段的MINITAB操作
1. 測量系統(tǒng)分析MSA
2. 偏倚Bias研究
3. 類型1量具研究與Cgk量檢具能力指數(shù)
4. 計量型數(shù)據(jù)Gage R&R
5. Gage R&R小組競賽（水面測量）
6. 計數(shù)型數(shù)據(jù)測量系統(tǒng)分析
7. 過程能力分析 Cpk
Analyze (分析)階段的MINITAB操作
1. 假設(shè)檢驗基本術(shù)語
a) 零假設(shè) (Null Hypothesis – Ho)
b) 備擇假設(shè) (Alternative Hypothesis – H1 或 Ha)
c) P - Value (P值)
2. 數(shù)據(jù)類型與統(tǒng)計性檢驗的路徑圖
a) T-Test均值檢驗（單樣本T/雙樣本T)
b) T-Test均值檢驗（一元方差分析 One Way ANOVA)
c) Chi-Square Test卡方分析
d) 相關(guān)及回歸分析Correlation & Regression
Improve (改善)階段的MINITAB操作
1. DOE試驗設(shè)計入門介紹
2. 單因子DOE試驗設(shè)計
3. 單因子DOE小組競賽（投石機Catapult）
4. 全因子試驗設(shè)計(2K Full Factorial DOE)
5. 田口試驗設(shè)計Taguchi DOE
6. 靜態(tài)田口DOE
7. 正交列表概念介紹
8. 動態(tài)田口DOE
a) -理想函數(shù)
b) -斜率與信噪比
c) -噪音因子與控制因子及輸出響應(yīng)定義
d) -田口內(nèi)部列表與外部列表的建立
e) -動態(tài)田口DOE點圖分析方法
Control (控制)階段的MINITAB操作
1. SPC簡介
2. 計量型數(shù)據(jù)I-MR/X-BAR-R/X-BAR-S圖MINITAB操作
3. 計數(shù)型數(shù)據(jù)P/NP/U/C圖MINITAB操作
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